TwinEdge Blog
Insights on industrial AI, predictive maintenance, digital twins, and the future of operational technology.
The Rise of Edge AI in Industrial Operations
Why processing data at the source is transforming how manufacturers approach predictive maintenance and operational intelligence.
Latest Articles
OPC UA: The Universal Language for Industrial IoT
Understanding why OPC UA has become the de facto standard for industrial communication and how to leverage it effectively.
5 Signs Your Pump Station Needs Predictive Maintenance
Early warning indicators that suggest it's time to move from reactive to predictive maintenance strategies.
Understanding Digital Twin Maturity Levels
From basic monitoring to autonomous optimization—where does your digital twin strategy stand?
Deploying ML Models at the Edge: Lessons Learned
Practical insights from running machine learning inference on resource-constrained edge devices.
Calculating ROI for Industrial IoT Projects
A framework for measuring and communicating the business value of your digital twin investment.
HVAC Optimization: Beyond Simple Scheduling
How AI-driven control strategies are achieving 25%+ energy savings in commercial buildings.
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